Report

Dataset statistics

Number of variables	19
Number of observations	32
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.9 KiB
Average record size in memory	156.0 B

Variable types

DateTime	1
Numeric	17
Categorical	1

Alerts

`civil_conflicts` is highly correlated with `state_intervention` and 15 other fields	High correlation
`state_intervention` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`conflict_between_states` is highly correlated with `total`	High correlation
`total` is highly correlated with `civil_conflicts` and 1 other fields	High correlation
`gni_ger` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_fra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_ita` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_jpn` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gni_can` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_rus` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_usa` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_gbr` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_bra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_ind` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_mex` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_zaf` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_chn` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_wld` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`civil_conflicts` is highly correlated with `gni_ger` and 12 other fields	High correlation
`state_intervention` is highly correlated with `total` and 12 other fields	High correlation
`conflict_between_states` is highly correlated with `total`	High correlation
`total` is highly correlated with `state_intervention` and 1 other fields	High correlation
`gni_ger` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_fra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_ita` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gni_jpn` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gni_can` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_rus` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_usa` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_gbr` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_bra` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_ind` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_mex` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_zaf` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_chn` is highly correlated with `state_intervention` and 13 other fields	High correlation
`gni_wld` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`civil_conflicts` is highly correlated with `gni_can` and 6 other fields	High correlation
`state_intervention` is highly correlated with `gni_ger` and 8 other fields	High correlation
`gni_ger` is highly correlated with `state_intervention` and 13 other fields	High correlation
`gni_fra` is highly correlated with `gni_ger` and 12 other fields	High correlation
`gni_ita` is highly correlated with `gni_ger` and 12 other fields	High correlation
`gni_jpn` is highly correlated with `gni_ger` and 9 other fields	High correlation
`gni_can` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_rus` is highly correlated with `gni_ger` and 10 other fields	High correlation
`gni_usa` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_gbr` is highly correlated with `civil_conflicts` and 12 other fields	High correlation
`gni_bra` is highly correlated with `state_intervention` and 13 other fields	High correlation
`gni_ind` is highly correlated with `civil_conflicts` and 13 other fields	High correlation
`gni_mex` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_zaf` is highly correlated with `gni_ger` and 12 other fields	High correlation
`gni_chn` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`gni_wld` is highly correlated with `civil_conflicts` and 14 other fields	High correlation
`year` is highly correlated with `civil_conflicts` and 17 other fields	High correlation
`civil_conflicts` is highly correlated with `year` and 4 other fields	High correlation
`state_intervention` is highly correlated with `year` and 9 other fields	High correlation
`conflict_between_states` is highly correlated with `year` and 5 other fields	High correlation
`total` is highly correlated with `year` and 7 other fields	High correlation
`gni_ger` is highly correlated with `year` and 13 other fields	High correlation
`gni_fra` is highly correlated with `year` and 14 other fields	High correlation
`gni_ita` is highly correlated with `year` and 9 other fields	High correlation
`gni_jpn` is highly correlated with `year` and 7 other fields	High correlation
`gni_can` is highly correlated with `year` and 12 other fields	High correlation
`gni_rus` is highly correlated with `year` and 12 other fields	High correlation
`gni_usa` is highly correlated with `year` and 16 other fields	High correlation
`gni_gbr` is highly correlated with `year` and 11 other fields	High correlation
`gni_bra` is highly correlated with `year` and 14 other fields	High correlation
`gni_ind` is highly correlated with `year` and 15 other fields	High correlation
`gni_mex` is highly correlated with `year` and 13 other fields	High correlation
`gni_zaf` is highly correlated with `year` and 14 other fields	High correlation
`gni_chn` is highly correlated with `year` and 13 other fields	High correlation
`gni_wld` is highly correlated with `year` and 14 other fields	High correlation
`year` has unique values	Unique
`gni_ger` has unique values	Unique
`gni_fra` has unique values	Unique
`gni_ita` has unique values	Unique
`gni_jpn` has unique values	Unique
`gni_can` has unique values	Unique
`gni_rus` has unique values	Unique
`gni_usa` has unique values	Unique
`gni_gbr` has unique values	Unique
`gni_bra` has unique values	Unique
`gni_ind` has unique values	Unique
`gni_mex` has unique values	Unique
`gni_zaf` has unique values	Unique
`gni_chn` has unique values	Unique
`gni_wld` has unique values	Unique

Reproduction

Analysis started	2022-07-04 11:41:32.511837
Analysis finished	2022-07-04 11:42:03.409054
Duration	30.9 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

year
Date

HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	384.0 B

Minimum	1970-01-01 00:00:00.000001
Maximum	1970-01-01 00:00:00.000002

Histogram

Histogram with fixed size bins (bins=32)

civil_conflicts
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	46.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.21875

Minimum	23
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	23
5-th percentile	25.2
Q1	28
median	31
Q3	34.25
95-th percentile	44.9
Maximum	48
Range	25
Interquartile range (IQR)	6.25

Descriptive statistics

Standard deviation	6.121007586
Coefficient of variation (CV)	0.1899827767
Kurtosis	1.045391895
Mean	32.21875
Median Absolute Deviation (MAD)	3
Skewness	1.153251821
Sum	1031
Variance	37.46673387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
32	4	12.5%
28	4	12.5%
29	3	9.4%
27	3	9.4%
31	3	9.4%
30	3	9.4%
44	2	6.2%
37	2	6.2%
23	2	6.2%
33	1	3.1%
Other values (5)	5	15.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	2	6.2%
27	3	9.4%
28	4	12.5%
29	3	9.4%
30	3	9.4%
31	3	9.4%
32	4	12.5%
33	1	3.1%
34	1	3.1%
35	1	3.1%

Value	Count	Frequency (%)
48	1	3.1%
46	1	3.1%
44	2	6.2%
37	2	6.2%
36	1	3.1%
35	1	3.1%
34	1	3.1%
33	1	3.1%
32	4	12.5%
31	3	9.4%

state_intervention
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	43.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.25

Minimum	2
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2
5-th percentile	2
Q1	4
median	5.5
Q3	9
95-th percentile	22.8
Maximum	25
Range	23
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.900210375
Coefficient of variation (CV)	0.8363891364
Kurtosis	0.755369208
Mean	8.25
Median Absolute Deviation (MAD)	2.5
Skewness	1.413726976
Sum	264
Variance	47.61290323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
4	5	15.6%
5	4	12.5%
3	4	12.5%
2	3	9.4%
6	3	9.4%
7	3	9.4%
9	2	6.2%
25	2	6.2%
8	1	3.1%
13	1	3.1%
Other values (4)	4	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	9.4%
3	4	12.5%
4	5	15.6%
5	4	12.5%
6	3	9.4%
7	3	9.4%
8	1	3.1%
9	2	6.2%
13	1	3.1%
18	1	3.1%

Value	Count	Frequency (%)
25	2	6.2%
21	1	3.1%
20	1	3.1%
19	1	3.1%
18	1	3.1%
13	1	3.1%
9	2	6.2%
8	1	3.1%
7	3	9.4%
6	3	9.4%

conflict_between_states
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Memory size	384.0 B

2	12
1	10
0	9
3	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	32
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	3.1%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring characters

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	32	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	12	37.5%
1	10	31.2%
0	9	28.1%
3	1	3.1%

total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	19
Distinct (%)	59.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.625

Minimum	31
Maximum	56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	31
5-th percentile	32
Q1	35.75
median	40
Q3	49
95-th percentile	54.45
Maximum	56
Range	25
Interquartile range (IQR)	13.25

Descriptive statistics

Standard deviation	7.732420228
Coefficient of variation (CV)	0.1857638493
Kurtosis	-1.076805083
Mean	41.625
Median Absolute Deviation (MAD)	7
Skewness	0.4612043776
Sum	1332
Variance	59.79032258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
40	5	15.6%
33	4	12.5%
38	3	9.4%
52	3	9.4%
49	2	6.2%
32	2	6.2%
41	1	3.1%
39	1	3.1%
48	1	3.1%
43	1	3.1%
Other values (9)	9	28.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	3.1%
32	2	6.2%
33	4	12.5%
35	1	3.1%
36	1	3.1%
37	1	3.1%
38	3	9.4%
39	1	3.1%
40	5	15.6%
41	1	3.1%

Value	Count	Frequency (%)
56	1	3.1%
55	1	3.1%
54	1	3.1%
52	3	9.4%
51	1	3.1%
49	2	6.2%
48	1	3.1%
43	1	3.1%
42	1	3.1%
41	1	3.1%

gni_ger
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.894975162 × 10¹²

Minimum	1.414249684 × 10¹²
Maximum	4.105202181 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.414249684 × 10¹²
5-th percentile	1.837597572 × 10¹²
Q1	2.169307755 × 10¹²
median	2.850861546 × 10¹²
Q3	3.65352646 × 10¹²
95-th percentile	3.988334131 × 10¹²
Maximum	4.105202181 × 10¹²
Range	2.690952497 × 10¹²
Interquartile range (IQR)	1.484218705 × 10¹²

Descriptive statistics

Standard deviation	8.265878808 × 10¹¹
Coefficient of variation (CV)	0.2855250337
Kurtosis	-1.529191
Mean	2.894975162 × 10¹²
Median Absolute Deviation (MAD)	7.369139402 × 10¹¹
Skewness	-0.02710052998
Sum	9.263920519 × 10¹³
Variance	6.832475247 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1.414249684 × 10¹²	1	3.1%
1.790871643 × 10¹²	1	3.1%
4.014394172 × 10¹²	1	3.1%
4.105202181 × 10¹²	1	3.1%
3.778789184 × 10¹²	1	3.1%
3.555930678 × 10¹²	1	3.1%
3.434101057 × 10¹²	1	3.1%
3.967012279 × 10¹²	1	3.1%
3.820263806 × 10¹²	1	3.1%
3.611772219 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.414249684 × 10¹²	1	3.1%
1.790871643 × 10¹²	1	3.1%
1.875827877 × 10¹²	1	3.1%
1.932123667 × 10¹²	1	3.1%
1.937024252 × 10¹²	1	3.1%
2.056434684 × 10¹²	1	3.1%
2.074905675 × 10¹²	1	3.1%
2.137944338 × 10¹²	1	3.1%
2.179762228 × 10¹²	1	3.1%
2.204518755 × 10¹²	1	3.1%

Value	Count	Frequency (%)
4.105202181 × 10¹²	1	3.1%
4.014394172 × 10¹²	1	3.1%
3.967012279 × 10¹²	1	3.1%
3.953466259 × 10¹²	1	3.1%
3.845325105 × 10¹²	1	3.1%
3.820263806 × 10¹²	1	3.1%
3.780819607 × 10¹²	1	3.1%
3.778789184 × 10¹²	1	3.1%
3.611772219 × 10¹²	1	3.1%
3.555930678 × 10¹²	1	3.1%

gni_fra
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.094296816 × 10¹²

Minimum	1.029131195 × 10¹²
Maximum	2.994136039 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.029131195 × 10¹²
5-th percentile	1.273150009 × 10¹²
Q1	1.454647662 × 10¹²
median	2.191771058 × 10¹²
Q3	2.720668068 × 10¹²
95-th percentile	2.928423213 × 10¹²
Maximum	2.994136039 × 10¹²
Range	1.965004844 × 10¹²
Interquartile range (IQR)	1.266020407 × 10¹²

Descriptive statistics

Standard deviation	6.594464194 × 10¹¹
Coefficient of variation (CV)	0.3148772487
Kurtosis	-1.74673319
Mean	2.094296816 × 10¹²
Median Absolute Deviation (MAD)	6.663648566 × 10¹¹
Skewness	-0.05237966676
Sum	6.70174981 × 10¹³
Variance	4.3486958 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1.029131195 × 10¹²	1	3.1%
1.273598362 × 10¹²	1	3.1%
2.787416525 × 10¹²	1	3.1%
2.855661376 × 10¹²	1	3.1%
2.653805222 × 10¹²	1	3.1%
2.525276586 × 10¹²	1	3.1%
2.491864987 × 10¹²	1	3.1%
2.917864654 × 10¹²	1	3.1%
2.874860245 × 10¹²	1	3.1%
2.7423493 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.029131195 × 10¹²	1	3.1%
1.272602023 × 10¹²	1	3.1%
1.273598362 × 10¹²	1	3.1%
1.329198517 × 10¹²	1	3.1%
1.387213403 × 10¹²	1	3.1%
1.398516068 × 10¹²	1	3.1%
1.402495833 × 10¹²	1	3.1%
1.406931846 × 10¹²	1	3.1%
1.470552933 × 10¹²	1	3.1%
1.517047281 × 10¹²	1	3.1%

Value	Count	Frequency (%)
2.994136039 × 10¹²	1	3.1%
2.941328117 × 10¹²	1	3.1%
2.917864654 × 10¹²	1	3.1%
2.874860245 × 10¹²	1	3.1%
2.855661376 × 10¹²	1	3.1%
2.787416525 × 10¹²	1	3.1%
2.763004002 × 10¹²	1	3.1%
2.7423493 × 10¹²	1	3.1%
2.713440991 × 10¹²	1	3.1%
2.706418758 × 10¹²	1	3.1%

gni_ita
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.658543383 × 10¹²

Minimum	9.240833714 × 10¹¹
Maximum	2.386641522 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	9.240833714 × 10¹¹
5-th percentile	1.067642775 × 10¹²
Q1	1.234257891 × 10¹²
median	1.8137474 × 10¹²
Q3	2.09206409 × 10¹²
95-th percentile	2.248281147 × 10¹²
Maximum	2.386641522 × 10¹²
Range	1.462558151 × 10¹²
Interquartile range (IQR)	8.578061994 × 10¹¹

Descriptive statistics

Standard deviation	4.579825512 × 10¹¹
Coefficient of variation (CV)	0.2761354065
Kurtosis	-1.6464723
Mean	1.658543383 × 10¹²
Median Absolute Deviation (MAD)	4.382527063 × 10¹¹
Skewness	-0.04130784562
Sum	5.307338825 × 10¹³
Variance	2.097480172 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
9.240833714 × 10¹¹	1	3.1%
1.166755021 × 10¹²	1	3.1%
2.02831754 × 10¹²	1	3.1%
2.11503662 × 10¹²	1	3.1%
1.9727349 × 10¹²	1	3.1%
1.882461088 × 10¹²	1	3.1%
1.823940556 × 10¹²	1	3.1%
2.162198396 × 10¹²	1	3.1%
2.138212004 × 10¹²	1	3.1%
2.08440658 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.240833714 × 10¹¹	1	3.1%
1.049906465 × 10¹²	1	3.1%
1.082154302 × 10¹²	1	3.1%
1.14229934 × 10¹²	1	3.1%
1.160406751 × 10¹²	1	3.1%
1.164448342 × 10¹²	1	3.1%
1.166755021 × 10¹²	1	3.1%
1.228446298 × 10¹²	1	3.1%
1.236195089 × 10¹²	1	3.1%
1.250007311 × 10¹²	1	3.1%

Value	Count	Frequency (%)
2.386641522 × 10¹²	1	3.1%
2.289189704 × 10¹²	1	3.1%
2.21481051 × 10¹²	1	3.1%
2.198543925 × 10¹²	1	3.1%
2.162198396 × 10¹²	1	3.1%
2.138212004 × 10¹²	1	3.1%
2.131574091 × 10¹²	1	3.1%
2.11503662 × 10¹²	1	3.1%
2.08440658 × 10¹²	1	3.1%
2.02831754 × 10¹²	1	3.1%

gni_jpn
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.861832334 × 10¹²

Minimum	3.078857299 × 10¹²
Maximum	6.445536591 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	3.078857299 × 10¹²
5-th percentile	3.406052584 × 10¹²
Q1	4.53700553 × 10¹²
median	4.985164511 × 10¹²
Q3	5.233939506 × 10¹²
95-th percentile	6.138341002 × 10¹²
Maximum	6.445536591 × 10¹²
Range	3.366679292 × 10¹²
Interquartile range (IQR)	6.969339759 × 10¹¹

Descriptive statistics

Standard deviation	7.637189452 × 10¹¹
Coefficient of variation (CV)	0.1570845913
Kurtosis	0.8413631088
Mean	4.861832334 × 10¹²
Median Absolute Deviation (MAD)	3.789870868 × 10¹¹
Skewness	-0.3278592422
Sum	1.555786347 × 10¹⁴
Variance	5.832666273 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
3.078857299 × 10¹²	1	3.1%
3.156842378 × 10¹²	1	3.1%
5.323445359 × 10¹²	1	3.1%
5.230631861 × 10¹²	1	3.1%
5.113251597 × 10¹²	1	3.1%
5.177794688 × 10¹²	1	3.1%
4.619771169 × 10¹²	1	3.1%
5.079021305 × 10¹²	1	3.1%
5.391605624 × 10¹²	1	3.1%
6.445536591 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.078857299 × 10¹²	1	3.1%
3.156842378 × 10¹²	1	3.1%
3.609951844 × 10¹²	1	3.1%
3.942653569 × 10¹²	1	3.1%
4.148975634 × 10¹²	1	3.1%
4.243893355 × 10¹²	1	3.1%
4.442724323 × 10¹²	1	3.1%
4.493789445 × 10¹²	1	3.1%
4.551410891 × 10¹²	1	3.1%
4.592583679 × 10¹²	1	3.1%

Value	Count	Frequency (%)
6.445536591 × 10¹²	1	3.1%
6.414396892 × 10¹²	1	3.1%
5.912477091 × 10¹²	1	3.1%
5.592682725 × 10¹²	1	3.1%
5.422436227 × 10¹²	1	3.1%
5.391605624 × 10¹²	1	3.1%
5.323445359 × 10¹²	1	3.1%
5.243862441 × 10¹²	1	3.1%
5.230631861 × 10¹²	1	3.1%
5.22288721 × 10¹²	1	3.1%

gni_can
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.118478607 × 10¹²

Minimum	5.477094595 × 10¹¹
Maximum	1.818471076 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	5.477094595 × 10¹¹
5-th percentile	5.592823141 × 10¹¹
Q1	6.119200748 × 10¹¹
median	1.076851242 × 10¹²
Q3	1.595797135 × 10¹²
95-th percentile	1.78527863 × 10¹²
Maximum	1.818471076 × 10¹²
Range	1.270761616 × 10¹²
Interquartile range (IQR)	9.838770607 × 10¹¹

Descriptive statistics

Standard deviation	4.922787727 × 10¹¹
Coefficient of variation (CV)	0.4401324885
Kurtosis	-1.800302009
Mean	1.118478607 × 10¹²
Median Absolute Deviation (MAD)	4.759090595 × 10¹¹
Skewness	0.1176319613
Sum	3.579131542 × 10¹³
Variance	2.4233839 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5.477094595 × 10¹¹	1	3.1%
5.746271855 × 10¹¹	1	3.1%
1.719638539 × 10¹²	1	3.1%
1.695996609 × 10¹²	1	3.1%
1.628291572 × 10¹²	1	3.1%
1.509327937 × 10¹²	1	3.1%
1.532663548 × 10¹²	1	3.1%
1.776572161 × 10¹²	1	3.1%
1.818471076 × 10¹²	1	3.1%
1.79591987 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.477094595 × 10¹¹	1	3.1%
5.591725249 × 10¹¹	1	3.1%
5.593721417 × 10¹¹	1	3.1%
5.730801688 × 10¹¹	1	3.1%
5.746271855 × 10¹¹	1	3.1%
5.850867094 × 10¹¹	1	3.1%
5.92228332 × 10¹¹	1	3.1%
6.096560323 × 10¹¹	1	3.1%
6.126747556 × 10¹¹	1	3.1%
6.346908855 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
1.818471076 × 10¹²	1	3.1%
1.79591987 × 10¹²	1	3.1%
1.776572161 × 10¹²	1	3.1%
1.759453773 × 10¹²	1	3.1%
1.719638539 × 10¹²	1	3.1%
1.695996609 × 10¹²	1	3.1%
1.628291572 × 10¹²	1	3.1%
1.627048915 × 10¹²	1	3.1%
1.585379876 × 10¹²	1	3.1%
1.532663548 × 10¹²	1	3.1%

gni_rus
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.600677326 × 10¹¹

Minimum	1.881912284 × 10¹¹
Maximum	2.212868847 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.881912284 × 10¹¹
5-th percentile	2.563793218 × 10¹¹
Q1	3.95487341 × 10¹¹
median	6.618680994 × 10¹¹
Q3	1.491396098 × 10¹²
95-th percentile	2.058489609 × 10¹²
Maximum	2.212868847 × 10¹²
Range	2.024677618 × 10¹²
Interquartile range (IQR)	1.095908757 × 10¹²

Descriptive statistics

Standard deviation	6.454446507 × 10¹¹
Coefficient of variation (CV)	0.6722907445
Kurtosis	-1.176948778
Mean	9.600677326 × 10¹¹
Median Absolute Deviation (MAD)	4.057983848 × 10¹¹
Skewness	0.5165174748
Sum	3.072216744 × 10¹³
Variance	4.165987971 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5.065885684 × 10¹¹	1	3.1%
5.157807257 × 10¹¹	1	3.1%
1.639593354 × 10¹²	1	3.1%
1.616937756 × 10¹²	1	3.1%
1.532146087 × 10¹²	1	3.1%
1.241290379 × 10¹²	1	3.1%
1.325732263 × 10¹²	1	3.1%
1.991279765 × 10¹²	1	3.1%
2.212868847 × 10¹²	1	3.1%
2.140634974 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.881912284 × 10¹¹	1	3.1%
2.529736422 × 10¹¹	1	3.1%
2.591657869 × 10¹¹	1	3.1%
3.023639706 × 10¹¹	1	3.1%
3.388874944 × 10¹¹	1	3.1%
3.862903907 × 10¹¹	1	3.1%
3.921655857 × 10¹¹	1	3.1%
3.932373012 × 10¹¹	1	3.1%
3.962373542 × 10¹¹	1	3.1%
4.171770707 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
2.212868847 × 10¹²	1	3.1%
2.140634974 × 10¹²	1	3.1%
1.991279765 × 10¹²	1	3.1%
1.985526208 × 10¹²	1	3.1%
1.639593354 × 10¹²	1	3.1%
1.616937756 × 10¹²	1	3.1%
1.614363888 × 10¹²	1	3.1%
1.532146087 × 10¹²	1	3.1%
1.477812768 × 10¹²	1	3.1%
1.453317165 × 10¹²	1	3.1%

gni_usa
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.288687662 × 10¹³

Minimum	5.598381 × 10¹²
Maximum	2.170865 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	5.598381 × 10¹²
5-th percentile	6.009243 × 10¹²
Q1	8.45342775 × 10¹²
median	1.27420795 × 10¹³
Q3	1.6803779 × 10¹³
95-th percentile	2.109971455 × 10¹³
Maximum	2.170865 × 10¹³
Range	1.6110269 × 10¹³
Interquartile range (IQR)	8.35035125 × 10¹²

Descriptive statistics

Standard deviation	5.040956735 × 10¹²
Coefficient of variation (CV)	0.3911697832
Kurtosis	-1.179244013
Mean	1.288687662 × 10¹³
Median Absolute Deviation (MAD)	4.2995315 × 10¹²
Skewness	0.1888959459
Sum	4.12380052 × 10¹⁴
Variance	2.541124481 × 10²⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
5.598381 × 10¹²	1	3.1%
5.90229 × 10¹²	1	3.1%
2.170865 × 10¹³	1	3.1%
2.0946778 × 10¹³	1	3.1%
1.9893073 × 10¹³	1	3.1%
1.9020479 × 10¹³	1	3.1%
1.866091 × 10¹³	1	3.1%
1.8043094 × 10¹³	1	3.1%
1.7188331 × 10¹³	1	3.1%
1.6675595 × 10¹³	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.598381 × 10¹²	1	3.1%
5.90229 × 10¹²	1	3.1%
6.09675 × 10¹²	1	3.1%
6.435469 × 10¹²	1	3.1%
6.733768 × 10¹²	1	3.1%
7.170251 × 10¹²	1	3.1%
7.574691 × 10¹²	1	3.1%
8.045907 × 10¹²	1	3.1%
8.589268 × 10¹²	1	3.1%
9.135464 × 10¹²	1	3.1%

Value	Count	Frequency (%)
2.170865 × 10¹³	1	3.1%
2.1286637 × 10¹³	1	3.1%
2.0946778 × 10¹³	1	3.1%
1.9893073 × 10¹³	1	3.1%
1.9020479 × 10¹³	1	3.1%
1.866091 × 10¹³	1	3.1%
1.8043094 × 10¹³	1	3.1%
1.7188331 × 10¹³	1	3.1%
1.6675595 × 10¹³	1	3.1%
1.5849978 × 10¹³	1	3.1%

gni_gbr
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.124018465 × 10¹²

Minimum	9.518875474 × 10¹¹
Maximum	3.09115046 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	9.518875474 × 10¹¹
5-th percentile	1.108222766 × 10¹²
Q1	1.49585018 × 10¹²
median	2.426908917 × 10¹²
Q3	2.720238901 × 10¹²
95-th percentile	2.961364592 × 10¹²
Maximum	3.09115046 × 10¹²
Range	2.139262913 × 10¹²
Interquartile range (IQR)	1.224388721 × 10¹²

Descriptive statistics

Standard deviation	7.049562613 × 10¹¹
Coefficient of variation (CV)	0.331897426
Kurtosis	-1.568681049
Mean	2.124018465 × 10¹²
Median Absolute Deviation (MAD)	5.400803355 × 10¹¹
Skewness	-0.275242605
Sum	6.796859088 × 10¹³
Variance	4.969633304 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
9.518875474 × 10¹¹	1	3.1%
1.116245414 × 10¹²	1	3.1%
2.862006504 × 10¹²	1	3.1%
2.860062056 × 10¹²	1	3.1%
2.664014258 × 10¹²	1	3.1%
2.654615868 × 10¹²	1	3.1%
2.886069892 × 10¹²	1	3.1%
3.023235858 × 10¹²	1	3.1%
2.746456576 × 10¹²	1	3.1%
2.69110987 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.518875474 × 10¹¹	1	3.1%
1.098417308 × 10¹²	1	3.1%
1.116245414 × 10¹²	1	3.1%
1.169938034 × 10¹²	1	3.1%
1.199798307 × 10¹²	1	3.1%
1.221728958 × 10¹²	1	3.1%
1.304551338 × 10¹²	1	3.1%
1.373976732 × 10¹²	1	3.1%
1.536474663 × 10¹²	1	3.1%
1.655531884 × 10¹²	1	3.1%

Value	Count	Frequency (%)
3.09115046 × 10¹²	1	3.1%
3.023235858 × 10¹²	1	3.1%
2.910742647 × 10¹²	1	3.1%
2.886069892 × 10¹²	1	3.1%
2.862006504 × 10¹²	1	3.1%
2.860062056 × 10¹²	1	3.1%
2.746456576 × 10¹²	1	3.1%
2.723174555 × 10¹²	1	3.1%
2.71926035 × 10¹²	1	3.1%
2.69110987 × 10¹²	1	3.1%

gni_bra
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.193270155 × 10¹²

Minimum	3.219970471 × 10¹¹
Maximum	2.546425812 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	3.219970471 × 10¹¹
5-th percentile	3.483504856 × 10¹¹
Q1	5.405320747 × 10¹¹
median	8.67355989 × 10¹¹
Q3	1.777211765 × 10¹²
95-th percentile	2.419540482 × 10¹²
Maximum	2.546425812 × 10¹²
Range	2.224428765 × 10¹²
Interquartile range (IQR)	1.236679691 × 10¹²

Descriptive statistics

Standard deviation	7.364792935 × 10¹¹
Coefficient of variation (CV)	0.6171940949
Kurtosis	-1.228555528
Mean	1.193270155 × 10¹²
Median Absolute Deviation (MAD)	5.04835205 × 10¹¹
Skewness	0.4702997394
Sum	3.818464497 × 10¹³
Variance	5.424017498 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
3.657118395 × 10¹¹	1	3.1%
3.803390364 × 10¹¹	1	3.1%
1.816016547 × 10¹²	1	3.1%
1.858109689 × 10¹²	1	3.1%
2.02034506 × 10¹²	1	3.1%
1.754150399 × 10¹²	1	3.1%
1.764276838 × 10¹²	1	3.1%
2.406617082 × 10¹²	1	3.1%
2.435335749 × 10¹²	1	3.1%
2.401351848 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.219970471 × 10¹¹	1	3.1%
3.349314111 × 10¹¹	1	3.1%
3.593297284 × 10¹¹	1	3.1%
3.657118395 × 10¹¹	1	3.1%
3.803390364 × 10¹¹	1	3.1%
4.92077235 × 10¹¹	1	3.1%
5.166077625 × 10¹¹	1	3.1%
5.400986896 × 10¹¹	1	3.1%
5.406765364 × 10¹¹	1	3.1%
5.811609708 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
2.546425812 × 10¹²	1	3.1%
2.435335749 × 10¹²	1	3.1%
2.406617082 × 10¹²	1	3.1%
2.401351848 × 10¹²	1	3.1%
2.138593266 × 10¹²	1	3.1%
2.02034506 × 10¹²	1	3.1%
1.858109689 × 10¹²	1	3.1%
1.816016547 × 10¹²	1	3.1%
1.764276838 × 10¹²	1	3.1%
1.754150399 × 10¹²	1	3.1%

gni_ind
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.131755513 × 10¹²

Minimum	2.659954009 × 10¹¹
Maximum	2.804313596 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2.659954009 × 10¹¹
5-th percentile	2.800396626 × 10¹¹
Q1	4.065385461 × 10¹¹
median	7.59325783 × 10¹¹
Q3	1.813664422 × 10¹²
95-th percentile	2.650764558 × 10¹²
Maximum	2.804313596 × 10¹²
Range	2.538318195 × 10¹²
Interquartile range (IQR)	1.407125876 × 10¹²

Descriptive statistics

Standard deviation	8.617779525 × 10¹¹
Coefficient of variation (CV)	0.7614524008
Kurtosis	-1.026175239
Mean	1.131755513 × 10¹²
Median Absolute Deviation (MAD)	4.595188862 × 10¹¹
Skewness	0.6738955527
Sum	3.621617642 × 10¹³
Variance	7.426612395 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2.926028745 × 10¹¹	1	3.1%
3.167753325 × 10¹¹	1	3.1%
2.804313596 × 10¹²	1	3.1%
2.673994353 × 10¹²	1	3.1%
2.622799775 × 10¹²	1	3.1%
2.247940124 × 10¹²	1	3.1%
2.079182326 × 10¹²	1	3.1%
2.015015377 × 10¹²	1	3.1%
1.833601557 × 10¹²	1	3.1%
1.806177662 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.659954009 × 10¹¹	1	3.1%
2.754445103 × 10¹¹	1	3.1%
2.837993328 × 10¹¹	1	3.1%
2.926028745 × 10¹¹	1	3.1%
3.167753325 × 10¹¹	1	3.1%
3.231087178 × 10¹¹	1	3.1%
3.562523312 × 10¹¹	1	3.1%
3.89212067 × 10¹¹	1	3.1%
4.123140391 × 10¹¹	1	3.1%
4.17792938 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
2.804313596 × 10¹²	1	3.1%
2.673994353 × 10¹²	1	3.1%
2.631758362 × 10¹²	1	3.1%
2.622799775 × 10¹²	1	3.1%
2.247940124 × 10¹²	1	3.1%
2.079182326 × 10¹²	1	3.1%
2.015015377 × 10¹²	1	3.1%
1.833601557 × 10¹²	1	3.1%
1.80701871 × 10¹²	1	3.1%
1.806177662 × 10¹²	1	3.1%

gni_mex
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.022802641 × 10¹¹

Minimum	2.130984487 × 10¹¹
Maximum	1.283058447 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2.130984487 × 10¹¹
5-th percentile	2.811765576 × 10¹¹
Q1	5.070346289 × 10¹¹
median	8.148756312 × 10¹¹
Q3	1.102955008 × 10¹²
95-th percentile	1.234747279 × 10¹²
Maximum	1.283058447 × 10¹²
Range	1.069959999 × 10¹²
Interquartile range (IQR)	5.959203794 × 10¹¹

Descriptive statistics

Standard deviation	3.364702429 × 10¹¹
Coefficient of variation (CV)	0.4193923968
Kurtosis	-1.332674286
Mean	8.022802641 × 10¹¹
Median Absolute Deviation (MAD)	3.079073512 × 10¹¹
Skewness	-0.2490834394
Sum	2.567296845 × 10¹³
Variance	1.132122243 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2.130984487 × 10¹¹	1	3.1%
2.526276748 × 10¹¹	1	3.1%
1.232604423 × 10¹²	1	3.1%
1.189348943 × 10¹²	1	3.1%
1.128823076 × 10¹²	1	3.1%
1.049583161 × 10¹²	1	3.1%
1.141602673 × 10¹²	1	3.1%
1.283058447 × 10¹²	1	3.1%
1.237366326 × 10¹²	1	3.1%
1.1778852 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.130984487 × 10¹¹	1	3.1%
2.526276748 × 10¹¹	1	3.1%
3.045347345 × 10¹¹	1	3.1%
3.467154056 × 10¹¹	1	3.1%
3.535627492 × 10¹¹	1	3.1%
3.969917809 × 10¹¹	1	3.1%
4.876112449 × 10¹¹	1	3.1%
4.891133939 × 10¹¹	1	3.1%
5.130083739 × 10¹¹	1	3.1%
5.151570508 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
1.283058447 × 10¹²	1	3.1%
1.237366326 × 10¹²	1	3.1%
1.232604423 × 10¹²	1	3.1%
1.189348943 × 10¹²	1	3.1%
1.1778852 × 10¹²	1	3.1%
1.161743714 × 10¹²	1	3.1%
1.141602673 × 10¹²	1	3.1%
1.128823076 × 10¹²	1	3.1%
1.094332319 × 10¹²	1	3.1%
1.05114165 × 10¹²	1	3.1%

gni_zaf
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.546077564 × 10¹¹

Minimum	1.046861461 × 10¹¹
Maximum	4.474816508 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	1.046861461 × 10¹¹
5-th percentile	1.242657788 × 10¹¹
Q1	1.485119128 × 10¹¹
median	2.677110966 × 10¹¹
Q3	3.467932096 × 10¹¹
95-th percentile	4.156610982 × 10¹¹
Maximum	4.474816508 × 10¹¹
Range	3.427955046 × 10¹¹
Interquartile range (IQR)	1.982812968 × 10¹¹

Descriptive statistics

Standard deviation	1.114274204 × 10¹¹
Coefficient of variation (CV)	0.4376434637
Kurtosis	-1.590258679
Mean	2.546077564 × 10¹¹
Median Absolute Deviation (MAD)	1.135799078 × 10¹¹
Skewness	0.1705327823
Sum	8.147448204 × 10¹²
Variance	1.241607002 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1.046861461 × 10¹¹	1	3.1%
1.217807996 × 10¹¹	1	3.1%
3.782507337 × 10¹¹	1	3.1%
3.935533054 × 10¹¹	1	3.1%
3.708729822 × 10¹¹	1	3.1%
3.152940787 × 10¹¹	1	3.1%
3.387666187 × 10¹¹	1	3.1%
3.717452347 × 10¹¹	1	3.1%
3.911947119 × 10¹¹	1	3.1%
4.235167341 × 10¹¹	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.046861461 × 10¹¹	1	3.1%
1.217807996 × 10¹¹	1	3.1%
1.262989436 × 10¹¹	1	3.1%
1.316922098 × 10¹¹	1	3.1%
1.319961612 × 10¹¹	1	3.1%
1.440112202 × 10¹¹	1	3.1%
1.445342164 × 10¹¹	1	3.1%
1.483082781 × 10¹¹	1	3.1%
1.48579791 × 10¹¹	1	3.1%
1.498191824 × 10¹¹	1	3.1%

Value	Count	Frequency (%)
4.474816508 × 10¹¹	1	3.1%
4.235167341 × 10¹¹	1	3.1%
4.092337597 × 10¹¹	1	3.1%
3.935533054 × 10¹¹	1	3.1%
3.911947119 × 10¹¹	1	3.1%
3.782507337 × 10¹¹	1	3.1%
3.717452347 × 10¹¹	1	3.1%
3.708729822 × 10¹¹	1	3.1%
3.387666187 × 10¹¹	1	3.1%
3.298187076 × 10¹¹	1	3.1%

gni_chn
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.755707478 × 10¹²

Minimum	3.479425873 × 10¹¹
Maximum	1.458328455 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	3.479425873 × 10¹¹
5-th percentile	3.741040383 × 10¹¹
Q1	9.257776416 × 10¹¹
median	2.110036298 × 10¹²
Q3	8.757454055 × 10¹²
95-th percentile	1.401655144 × 10¹³
Maximum	1.458328455 × 10¹³
Range	1.423534196 × 10¹³
Interquartile range (IQR)	7.831676413 × 10¹²

Descriptive statistics

Standard deviation	4.871204961 × 10¹²
Coefficient of variation (CV)	1.024286078
Kurtosis	-0.786162509
Mean	4.755707478 × 10¹²
Median Absolute Deviation (MAD)	1.704394925 × 10¹²
Skewness	0.8598157218
Sum	1.521826393 × 10¹⁴
Variance	2.372863777 × 10²⁵
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
3.479425873 × 10¹¹	1	3.1%
3.618227837 × 10¹¹	1	3.1%
1.423992824 × 10¹³	1	3.1%
1.38337886 × 10¹³	1	3.1%
1.229427857 × 10¹³	1	3.1%
1.117757625 × 10¹³	1	3.1%
1.100877107 × 10¹³	1	3.1%
1.048898252 × 10¹³	1	3.1%
9.492579024 × 10¹²	1	3.1%
8.512412398 × 10¹²	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.479425873 × 10¹¹	1	3.1%
3.618227837 × 10¹¹	1	3.1%
3.841523376 × 10¹¹	1	3.1%
4.271304099 × 10¹¹	1	3.1%
4.438089372 × 10¹¹	1	3.1%
5.6328867 × 10¹¹	1	3.1%
7.227734752 × 10¹¹	1	3.1%
8.513097175 × 10¹¹	1	3.1%
9.50600283 × 10¹¹	1	3.1%
1.012399392 × 10¹²	1	3.1%

Value	Count	Frequency (%)
1.458328455 × 10¹³	1	3.1%
1.423992824 × 10¹³	1	3.1%
1.38337886 × 10¹³	1	3.1%
1.229427857 × 10¹³	1	3.1%
1.117757625 × 10¹³	1	3.1%
1.100877107 × 10¹³	1	3.1%
1.048898252 × 10¹³	1	3.1%
9.492579024 × 10¹²	1	3.1%
8.512412398 × 10¹²	1	3.1%
7.481123497 × 10¹²	1	3.1%

gni_wld
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	32
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.11501314 × 10¹³

Minimum	2.018565816 × 10¹³
Maximum	8.767011266 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	384.0 B

Quantile statistics

Minimum	2.018565816 × 10¹³
5-th percentile	2.31970368 × 10¹³
Q1	3.152466415 × 10¹³
median	4.590217239 × 10¹³
Q3	7.538966843 × 10¹³
95-th percentile	8.565818624 × 10¹³
Maximum	8.767011266 × 10¹³
Range	6.74844545 × 10¹³
Interquartile range (IQR)	4.386500428 × 10¹³

Descriptive statistics

Standard deviation	2.300360824 × 10¹³
Coefficient of variation (CV)	0.4497272561
Kurtosis	-1.573043174
Mean	5.11501314 × 10¹³
Median Absolute Deviation (MAD)	1.915476053 × 10¹³
Skewness	0.2564267497
Sum	1.636804205 × 10¹⁵
Variance	5.291659921 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2.018565816 × 10¹³	1	3.1%
2.265298775 × 10¹³	1	3.1%
8.767011266 × 10¹³	1	3.1%
8.646916568 × 10¹³	1	3.1%
8.15637375 × 10¹³	1	3.1%
7.649008638 × 10¹³	1	3.1%
7.532880546 × 10¹³	1	3.1%
7.991305533 × 10¹³	1	3.1%
7.754919095 × 10¹³	1	3.1%
7.557225735 × 10¹³	1	3.1%
Other values (22)	22	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.018565816 × 10¹³	1	3.1%
2.265298775 × 10¹³	1	3.1%
2.364216784 × 10¹³	1	3.1%
2.529376357 × 10¹³	1	3.1%
2.570705435 × 10¹³	1	3.1%
2.778776938 × 10¹³	1	3.1%
3.089317498 × 10¹³	1	3.1%
3.151395883 × 10¹³	1	3.1%
3.15282326 × 10¹³	1	3.1%
3.159403835 × 10¹³	1	3.1%

Value	Count	Frequency (%)
8.767011266 × 10¹³	1	3.1%
8.646916568 × 10¹³	1	3.1%
8.499465761 × 10¹³	1	3.1%
8.15637375 × 10¹³	1	3.1%
7.991305533 × 10¹³	1	3.1%
7.754919095 × 10¹³	1	3.1%
7.649008638 × 10¹³	1	3.1%
7.557225735 × 10¹³	1	3.1%
7.532880546 × 10¹³	1	3.1%
7.371030799 × 10¹³	1	3.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	year	civil_conflicts	state_intervention	conflict_between_states	total	gni_ger	gni_fra	gni_ita	gni_jpn	gni_can	gni_rus	gni_usa	gni_gbr	gni_bra	gni_ind	gni_mex	gni_zaf	gni_chn	gni_wld
0	1970-01-01 00:00:00.000001989	33	5	2	40	1.414250e+12	1.029131e+12	9.240834e+11	3.078857e+12	5.477095e+11	5.065886e+11	5.598381e+12	9.518875e+11	3.657118e+11	2.926029e+11	2.130984e+11	1.046861e+11	3.479426e+11	2.018566e+13
1	1970-01-01 00:00:00.000001990	44	3	2	49	1.790872e+12	1.273598e+12	1.166755e+12	3.156842e+12	5.746272e+11	5.157807e+11	5.902290e+12	1.116245e+12	3.803390e+11	3.167753e+11	2.526277e+11	1.217808e+11	3.618228e+11	2.265299e+13
2	1970-01-01 00:00:00.000001991	48	2	2	52	1.875828e+12	1.272602e+12	1.228446e+12	3.609952e+12	5.922283e+11	5.165452e+11	6.096750e+12	1.169938e+12	3.349314e+11	2.659954e+11	3.045347e+11	1.319962e+11	3.841523e+11	2.364217e+13
3	1970-01-01 00:00:00.000001992	44	4	1	49	2.137944e+12	1.406932e+12	1.298792e+12	3.942654e+12	5.730802e+11	4.557897e+11	6.435469e+12	1.221729e+12	3.219970e+11	2.837993e+11	3.535627e+11	1.440112e+11	4.271304e+11	2.529376e+13
4	1970-01-01 00:00:00.000001993	37	6	0	43	2.074906e+12	1.329199e+12	1.049906e+12	4.493789e+12	5.593721e+11	4.306245e+11	6.733768e+12	1.098417e+12	3.593297e+11	2.754445e+11	4.891134e+11	1.445342e+11	4.438089e+11	2.570705e+13
5	1970-01-01 00:00:00.000001994	46	2	0	48	2.204519e+12	1.398516e+12	1.082154e+12	5.040360e+12	5.591725e+11	3.932373e+11	7.170251e+12	1.199798e+12	5.166078e+11	3.231087e+11	5.151571e+11	1.510909e+11	5.632887e+11	2.778777e+13
6	1970-01-01 00:00:00.000001995	37	2	1	40	2.582252e+12	1.606456e+12	1.160407e+12	5.592683e+12	5.850867e+11	3.921656e+11	7.574691e+12	1.304551e+12	7.585862e+11	3.562523e+11	3.467154e+11	1.688605e+11	7.227735e+11	3.089317e+13
7	1970-01-01 00:00:00.000001996	36	3	2	41	2.497603e+12	1.619352e+12	1.299726e+12	4.982754e+12	6.096560e+11	3.862904e+11	8.045907e+12	1.373977e+12	8.390521e+11	3.892121e+11	3.969918e+11	1.601247e+11	8.513097e+11	3.159404e+13
8	1970-01-01 00:00:00.000001997	35	4	1	40	2.207766e+12	1.470553e+12	1.236195e+12	4.551411e+12	6.346909e+11	3.962374e+11	8.589268e+12	1.536475e+12	8.686308e+11	4.123140e+11	4.876112e+11	1.657553e+11	9.506003e+11	3.152823e+13
9	1970-01-01 00:00:00.000001998	32	6	2	40	2.226181e+12	1.522697e+12	1.263071e+12	4.148976e+12	6.126748e+11	2.591658e+11	9.135464e+12	1.660688e+12	8.458709e+11	4.177929e+11	5.130084e+11	1.498192e+11	1.012399e+12	3.151396e+13

Last rows

	year	civil_conflicts	state_intervention	conflict_between_states	total	gni_ger	gni_fra	gni_ita	gni_jpn	gni_can	gni_rus	gni_usa	gni_gbr	gni_bra	gni_ind	gni_mex	gni_zaf	gni_chn	gni_wld
22	1970-01-01 00:00:00.000002011	30	7	1	38	3.845325e+12	2.941328e+12	2.289190e+12	6.414397e+12	1.759454e+12	1.985526e+12	1.584998e+13	2.684173e+12	2.546426e+12	1.807019e+12	1.161744e+12	4.474817e+11	7.481123e+12	7.371031e+13
23	1970-01-01 00:00:00.000002012	23	9	1	33	3.611772e+12	2.742349e+12	2.084407e+12	6.445537e+12	1.795920e+12	2.140635e+12	1.667560e+13	2.691110e+12	2.401352e+12	1.806178e+12	1.177885e+12	4.235167e+11	8.512412e+12	7.557226e+13
24	1970-01-01 00:00:00.000002013	27	9	0	36	3.820264e+12	2.874860e+12	2.138212e+12	5.391606e+12	1.818471e+12	2.212869e+12	1.718833e+13	2.746457e+12	2.435336e+12	1.833602e+12	1.237366e+12	3.911947e+11	9.492579e+12	7.754919e+13
25	1970-01-01 00:00:00.000002014	28	13	1	42	3.967012e+12	2.917865e+12	2.162198e+12	5.079021e+12	1.776572e+12	1.991280e+12	1.804309e+13	3.023236e+12	2.406617e+12	2.015015e+12	1.283058e+12	3.717452e+11	1.048898e+13	7.991306e+13
26	1970-01-01 00:00:00.000002015	31	20	1	52	3.434101e+12	2.491865e+12	1.823941e+12	4.619771e+12	1.532664e+12	1.325732e+12	1.866091e+13	2.886070e+12	1.764277e+12	2.079182e+12	1.141603e+12	3.387666e+11	1.100877e+13	7.532881e+13
27	1970-01-01 00:00:00.000002016	34	18	2	54	3.555931e+12	2.525277e+12	1.882461e+12	5.177795e+12	1.509328e+12	1.241290e+12	1.902048e+13	2.654616e+12	1.754150e+12	2.247940e+12	1.049583e+12	3.152941e+11	1.117758e+13	7.649009e+13
28	1970-01-01 00:00:00.000002017	29	21	1	51	3.778789e+12	2.653805e+12	1.972735e+12	5.113252e+12	1.628292e+12	1.532146e+12	1.989307e+13	2.664014e+12	2.020345e+12	2.622800e+12	1.128823e+12	3.708730e+11	1.229428e+13	8.156374e+13
29	1970-01-01 00:00:00.000002018	31	19	2	52	4.105202e+12	2.855661e+12	2.115037e+12	5.230632e+12	1.695997e+12	1.616938e+12	2.094678e+13	2.860062e+12	1.858110e+12	2.673994e+12	1.189349e+12	3.935533e+11	1.383379e+13	8.646917e+13
30	1970-01-01 00:00:00.000002019	28	25	2	55	4.014394e+12	2.787417e+12	2.028318e+12	5.323445e+12	1.719639e+12	1.639593e+12	2.170865e+13	2.862007e+12	1.816017e+12	2.804314e+12	1.232604e+12	3.782507e+11	1.423993e+13	8.767011e+13
31	1970-01-01 00:00:00.000002020	28	25	3	56	3.953466e+12	2.671814e+12	1.915963e+12	5.222887e+12	1.627049e+12	1.453317e+12	2.128664e+13	2.723175e+12	1.410302e+12	2.631758e+12	1.051142e+12	3.298187e+11	1.458328e+13	8.499466e+13

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows